quantum_annealing_solve
Solve combinatorial optimization using quantum annealing simulation. Supports QUBO, Ising, SAT, Max-Cut, TSP, and dependency problems.
This record as markdown: /tools/ruflo/quantum-annealing-solve.md
What quantum_annealing_solve does on Ruflo
AI agents invoke quantum_annealing_solve to trigger actions in Ruflo. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.
Why quantum_annealing_solve is rated High
This tool executes a quantum annealing simulation to solve optimization problems (QUBO, Ising, SAT, Max-Cut, TSP, dependency). It performs computation/execution of an algorithm, not merely reading stored data or writing records.
From the tool's definition 'Solve combinatorial optimization using quantum annealing simulation' — runs a computational simulation/solver engine against provided problem inputs
Attacks that exploit this kind of access
The rule that runs quantum_annealing_solve safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Ruflo, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For quantum_annealing_solve, this is the rule to start with:
quantum_annealing_solve stays usable, but rate-capped: a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Ruflo, apply this rule, and every quantum_annealing_solve call is checked against it from then on.
Questions about quantum_annealing_solve
Solve combinatorial optimization using quantum annealing simulation. Supports QUBO, Ising, SAT, Max-Cut, TSP, and dependency problems. It is categorised as a Execute tool in the Ruflo MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Ruflo MCP server in PolicyLayer and add a rule for quantum_annealing_solve: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Ruflo. Nothing to install.
quantum_annealing_solve is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the quantum_annealing_solve rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for quantum_annealing_solve. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
quantum_annealing_solve is provided by the Ruflo MCP server (ruvnet/ruflo). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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